RDumb: A simple approach that questions our progress in continual
test-time adaptation

RDumb: A simple approach that questions our progress in continual test-time adaptation

8 June 2023

Steffen Schneider

Matthias Kümmerer

Matthias Bethge

Papers citing "RDumb: A simple approach that questions our progress in continual test-time adaptation"

9 / 9 papers shown

Title
Audiopedia: Audio QA with Knowledge Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 60 0 0 31 Dec 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 45 2 0 12 Jul 2024
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech Guan-Ting Lin Wei-Ping Huang Hung-yi Lee VLM TTA 56 1 0 16 Jun 2024
Investigating Continual Pretraining in Large Language Models: Insights and Implications cCaugatay Yildiz Nishaanth Kanna Ravichandran Prishruit Punia Matthias Bethge Beyza Ermis CLL KELM LRM 58 25 0 27 Feb 2024
If your data distribution shifts, use self-learning E. Rusak Steffen Schneider George Pachitariu L. Eck Peter V. Gehler Oliver Bringmann Wieland Brendel Matthias Bethge VLM OOD TTA 81 29 0 27 Apr 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 300 10,233 0 16 Nov 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 179 9,342 0 28 May 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 298 39,238 0 01 Sep 2014